Constantine Caramanis

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Shie MannorProfessor of Electrical Engineering @ Technion & Researcher @ NvidiaDirección de correo verificada de technion.ac.il
Huan XuAlibaba IncDirección de correo verificada de alibaba-inc.com
Sujay SanghaviAssociate Professor, Electrical and Computer Engineering, University of Texas, AustinDirección de correo verificada de mail.utexas.edu
Dimitris BertsimasBoeing Professor of Operations Research, MITDirección de correo verificada de mit.edu
Robert HeathCharles Lee Powell Chair in Wireless Communication, University of California, San DiegoDirección de correo verificada de ucsd.edu
Jeffrey AndrewsTruchard Family Chair and Director of 6G@UT, University of Texas at AustinDirección de correo verificada de ece.utexas.edu
Qiaoyang YeDirección de correo verificada de utexas.edu
Alan BovikCockrell Family Regents Endowed Chair Professor, The University of Texas at AustinDirección de correo verificada de ece.utexas.edu
Alexandros G DimakisProfessor, ECE University of Texas at AustinDirección de correo verificada de austin.utexas.edu
Amin KhalekAppleDirección de correo verificada de apple.com
Ioannis (Yannis) MitliagkasAssociate Professor at Mila, University of MontréalDirección de correo verificada de iro.umontreal.ca
Michael OrshanskyUniversity of Texas at AustinDirección de correo verificada de utexas.edu
Beiyu RongDirección de correo verificada de ieee.org
David B. BrownThe Fuqua School of Business, Duke UniversityDirección de correo verificada de duke.edu
Aditya GopalanIndian Institute of Science, BangaloreDirección de correo verificada de iisc.ac.in
Prateek JainGoogle Research IndiaDirección de correo verificada de google.com
Gustavo de VecianaProfessor of Electrical and Computer Engineering, U.T. AustinDirección de correo verificada de ece.utexas.edu
Sumohana S. ChannappayyaIIT HyderabadDirección de correo verificada de iith.ac.in
Harish GanapathyThe University of Texas at AustinDirección de correo verificada de utexas.edu
Robert (Bob) DanielsCTO, Cobalt Solutions, Inc.Dirección de correo verificada de cobaltsolutions.net

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Constantine Caramanis

Professor of Electrical and Computer Engineering, UT Austin

Dirección de correo verificada de utexas.edu - Página principal

Optimization Statistics Machine Learning Networks Algorithms


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Theory and applications of robust optimization D Bertsimas, DB Brown, C Caramanis SIAM review 53 (3), 464-501, 2011	3196	2011
User association for load balancing in heterogeneous cellular networks Q Ye, B Rong, Y Chen, M Al-Shalash, C Caramanis, JG Andrews IEEE Transactions on Wireless Communications 12 (6), 2706-2716, 2013	1494	2013
Robust PCA via outlier pursuit H Xu, C Caramanis, S Sanghavi Advances in neural information processing systems 23, 2010	901	2010
Robustness and Regularization of Support Vector Machines. H Xu, C Caramanis, S Mannor Journal of machine learning research 10 (7), 2009	610	2009
Robust regression and Lasso H Xu, C Caramanis, S Mannor Information Theory, IEEE Transactions on 56 (7), 3561-3574, 2010	390	2010
Fast algorithms for robust PCA via gradient descent X Yi, D Park, Y Chen, C Caramanis Advances in neural information processing systems 29, 2016	316	2016
Sparse algorithms are not stable: A no-free-lunch theorem H Xu, C Caramanis, S Mannor IEEE transactions on pattern analysis and machine intelligence 34 (1), 187-193, 2011	267	2011
Finite adaptability in multistage linear optimization D Bertsimas, C Caramanis IEEE Transactions on Automatic Control 55 (12), 2751-2766, 2010	257	2010
Outlier-Robust PCA: The High-Dimensional Case H Xu, C Caramanis, S Mannor IEEE Transactions on Information Theory, 1-1, 2012	233*	2012
Low-rank matrix recovery from errors and erasures Y Chen, A Jalali, S Sanghavi, C Caramanis IEEE Transactions on Information Theory 59 (7), 4324-4337, 2013	229	2013
Memory limited, streaming PCA I Mitliagkas, C Caramanis, P Jain Advances in neural information processing systems 26, 2013	199	2013
Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach D Park, A Kyrillidis, C Carmanis, S Sanghavi Artificial Intelligence and Statistics, 65-74, 2017	196	2017
Robust sparse regression under adversarial corruption Y Chen, C Caramanis, S Mannor International conference on machine learning, 774-782, 2013	194*	2013
Matrix completion with column manipulation: Near-optimal sample-robustness-rank tradeoffs Y Chen, H Xu, C Caramanis, S Sanghavi IEEE Transactions on Information Theory 62 (1), 503-526, 2015	176*	2015
Rate bounds on SSIM index of quantized images SS Channappayya, AC Bovik, RW Heath IEEE Transactions on Image Processing 17 (9), 1624-1639, 2008	175	2008
Alternating minimization for mixed linear regression X Yi, C Caramanis, S Sanghavi International Conference on Machine Learning, 613-621, 2014	165	2014
Modeling the time—Varying subjective quality of HTTP video streams with rate adaptations C Chen, LK Choi, G De Veciana, C Caramanis, RW Heath, AC Bovik IEEE Transactions on Image Processing 23 (5), 2206-2221, 2014	142	2014
Adaptation in convolutionally coded MIMO-OFDM wireless systems through supervised learning and SNR ordering RC Daniels, CM Caramanis, RW Heath IEEE Transactions on vehicular Technology 59 (1), 114-126, 2009	140	2009
Distributed resource allocation in device-to-device enhanced cellular networks Q Ye, M Al-Shalash, C Caramanis, JG Andrews IEEE Transactions on Communications 63 (2), 441-454, 2014	136	2014
Equitable and efficient coordination in traffic flow management C Barnhart, D Bertsimas, C Caramanis, D Fearing Transportation Science 46 (2), 262-280, 2012	129	2012

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